Purpose -The purpose of this paper is to find a more performing and automated procedure for linking an identification algorithm implemented in a general-purpose environment with a commercial finite-element code for magnetic field analysis. In particular, the use of a multiprocessor computer makes it possible to perform parallel computations keeping the calculation time reasonably low. Design/methodology/approach -The method is applied to identify the B-H curve of anisotropic magnetic laminations in the direction normal to the sheet surface. In total, three different optimization methods have been applied. First an evolution strategy algorithm for solving the identification problem was used; then genetic algorithm (GA) was applied. The results obtained using different methods were compared and discussed. The computation time is reduced by adjusting the refinement of the FEM mesh. Findings -The key point has been the use of a derivative-free and global-search oriented algorithm. Even if a starting point far from the solution is chosen, a suitably large initial value of the search radius makes the convergence possible. The effect of the historical parameter of the minimization algorithm on convergence has also been investigated. Originality/value -The main new idea presented in this paper is equipping a GA-based identification procedure with an additional objective function describing the sensitivity of the flux density against a small perturbation in parameters. This approach gives a multiple objective problem which introduces possibility of choosing a compromise solution among many optimal solutions instead of only one, as in classical GA optimization algorithm. The paper is mainly addressed to readers interested in the efficient use of GA-based identification.
IntroductionMeasured magnetizations characteristics of anisotropic magnetic sheet related to the direction tangential to the surface of the sheet are normally provided for different angles of anisotropy. There is very little information in literature regarding characterization of laminations in the normal direction (Xiao et al., 2007;Fujisakin and Tamaki, 2009;Fujisaki et al., 2010;Tamaki et al., 2010;Kato et al., 2009). The authors of this article performed the measurements, which yielded characteristics of magnetization, including the saturation. The method is based on the use of direct excitation current in order to eliminate the presence of eddy currents and thereby avoid distortions in the measurement caused by these currents. The measuring system was built so that the magnetic flux was perpendicular to the sample surface (Kato et al., 2009;Hihat et al., 2011Hihat et al., , 2010. As the flux does not change in time, in order to generate a required electromotive force, the search coil is continuously being moved in and out of the air gap with a constant velocity v. The movement is perpendicular to the principal direction of the flux density. The flux density is measured in the air gap, where the sensor was placed and the measured lamination samples were...